| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| SHOTS_ON_GOAL and CORNERS have similar distributions | Similar Distribution |
|---|---|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
| GOAL_ATTEMPTS is skewed | Skewed |
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| OFFSIDES is skewed | Skewed |
| THROW_IN is skewed | Skewed |
| GOALKEEPER_SAVES is skewed | Skewed |
| FOULS is skewed | Skewed |
|---|---|
| COMPLETED_PASSES is skewed | Skewed |
| TACKLES is skewed | Skewed |
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| YELLOW_CARDS has constant length 1 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
| ID has all distinct values | Unique |
| SHOTS_ON_GOAL has 1584 (13.73%) zeros | Zeros |
|---|---|
| SHOTS_OFF_GOAL has 1262 (10.94%) zeros | Zeros |
| BLOCKED_SHOTS has 4257 (36.91%) zeros | Zeros |
| FREE_KICKS has 1067 (9.25%) zeros | Zeros |
| CORNERS has 1546 (13.4%) zeros | Zeros |
| OFFSIDES has 4750 (41.18%) zeros | Zeros |
| THROW_IN has 8486 (73.57%) zeros | Zeros |
| GOALKEEPER_SAVES has 2301 (19.95%) zeros | Zeros |
| COMPLETED_PASSES has 6338 (54.95%) zeros | Zeros |
| TACKLES has 5603 (48.58%) zeros | Zeros |
| ATTACKS has 4373 (37.91%) zeros | Zeros |
|---|---|
| DANGEROUS_ATTACKS has 4374 (37.92%) zeros | Zeros |
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRA2 |
|---|---|
| 2nd row | KGJs2ZzqA2 |
| 3rd row | 6XHk0D5eA2 |
| 4th row | KIrtyAcHA2 |
| 5th row | EFETfITFA2 |
| Count | 88544 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 49686 |
| Dash Punctuation | 0 |
| Decimal Number | 26796 |
numerical
| Approximate Distinct Count | 78 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 48.9906 |
| Minimum | 4 |
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4 |
|---|---|
| 5-th Percentile | 29 |
| Q1 | 40 |
| Median | 49 |
| Q3 | 58 |
| 95-th Percentile | 69 |
| Maximum | 87 |
| Range | 83 |
| IQR | 18 |
| Mean | 48.9906 |
|---|---|
| Standard Deviation | 12.2993 |
| Variance | 151.2731 |
| Sum | 565058 |
| Skewness | 0.018 |
| Kurtosis | -0.4105 |
| Coefficient of Variation | 0.2511 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.0466 |
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 119 |
| Zeros (%) | 1.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th Percentile | 12 |
| Maximum | 20 |
| Range | 20 |
| IQR | 4 |
| Mean | 6.0466 |
|---|---|
| Standard Deviation | 3.1544 |
| Variance | 9.9503 |
| Sum | 69742 |
| Skewness | 0.6464 |
| Kurtosis | 0.3871 |
| Coefficient of Variation | 0.5217 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.2218 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 1584 |
| Zeros (%) | 13.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 11 |
| Range | 11 |
| IQR | 2 |
| Mean | 2.2218 |
|---|---|
| Standard Deviation | 1.6561 |
| Variance | 2.7428 |
| Sum | 25626 |
| Skewness | 0.8735 |
| Kurtosis | 0.9396 |
| Coefficient of Variation | 0.7454 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.5123 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 1262 |
| Zeros (%) | 10.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| IQR | 3 |
| Mean | 2.5123 |
|---|---|
| Standard Deviation | 1.8005 |
| Variance | 3.2416 |
| Sum | 28977 |
| Skewness | 0.905 |
| Kurtosis | 1.1612 |
| Coefficient of Variation | 0.7167 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.3126 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 4257 |
| Zeros (%) | 36.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 4 |
| Maximum | 11 |
| Range | 11 |
| IQR | 2 |
| Mean | 1.3126 |
|---|---|
| Standard Deviation | 1.4241 |
| Variance | 2.0279 |
| Sum | 15139 |
| Skewness | 1.3042 |
| Kurtosis | 2.1061 |
| Coefficient of Variation | 1.085 |
numerical
| Approximate Distinct Count | 26 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.9932 |
| Minimum | 0 |
| Maximum | 28 |
| Zeros | 1067 |
| Zeros (%) | 9.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 13 |
| Maximum | 28 |
| Range | 28 |
| IQR | 4 |
| Mean | 6.9932 |
|---|---|
| Standard Deviation | 3.6944 |
| Variance | 13.6484 |
| Sum | 80660 |
| Skewness | 0.08562 |
| Kurtosis | 0.3624 |
| Coefficient of Variation | 0.5283 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.4056 |
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 1546 |
| Zeros (%) | 13.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 6 |
| Maximum | 14 |
| Range | 14 |
| IQR | 2 |
| Mean | 2.4056 |
|---|---|
| Standard Deviation | 1.8342 |
| Variance | 3.3641 |
| Sum | 27746 |
| Skewness | 0.9291 |
| Kurtosis | 1.049 |
| Coefficient of Variation | 0.7625 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 0.9715 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 4750 |
| Zeros (%) | 41.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| IQR | 2 |
| Mean | 0.9715 |
|---|---|
| Standard Deviation | 1.0805 |
| Variance | 1.1674 |
| Sum | 11205 |
| Skewness | 1.3229 |
| Kurtosis | 2.3511 |
| Coefficient of Variation | 1.1122 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.9021 |
| Minimum | 0 |
| Maximum | 41 |
| Zeros | 8486 |
| Zeros (%) | 73.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 5 |
| 95-th Percentile | 15 |
| Maximum | 41 |
| Range | 41 |
| IQR | 5 |
| Mean | 2.9021 |
|---|---|
| Standard Deviation | 5.3955 |
| Variance | 29.1109 |
| Sum | 33473 |
| Skewness | 1.82 |
| Kurtosis | 2.815 |
| Coefficient of Variation | 1.8591 |
numerical
| Approximate Distinct Count | 13 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.8405 |
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 2301 |
| Zeros (%) | 20.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 13 |
| Range | 13 |
| IQR | 2 |
| Mean | 1.8405 |
|---|---|
| Standard Deviation | 1.5509 |
| Variance | 2.4051 |
| Sum | 21228 |
| Skewness | 1.0814 |
| Kurtosis | 1.7545 |
| Coefficient of Variation | 0.8426 |
numerical
| Approximate Distinct Count | 21 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.7892 |
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 24 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 12 |
| Maximum | 21 |
| Range | 21 |
| IQR | 4 |
| Mean | 6.7892 |
|---|---|
| Standard Deviation | 2.8025 |
| Variance | 7.854 |
| Sum | 78307 |
| Skewness | 0.4596 |
| Kurtosis | 0.3232 |
| Coefficient of Variation | 0.4128 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 369 |
|---|---|
| Approximate Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 96.1888 |
| Minimum | 0 |
| Maximum | 658 |
| Zeros | 6338 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 195 |
| 95-th Percentile | 297 |
| Maximum | 658 |
| Range | 658 |
| IQR | 195 |
| Mean | 96.1888 |
|---|---|
| Standard Deviation | 115.8452 |
| Variance | 13420.1183 |
| Sum | 1.1094e+06 |
| Skewness | 0.7076 |
| Kurtosis | -0.7733 |
| Coefficient of Variation | 1.2044 |
numerical
| Approximate Distinct Count | 26 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.2895 |
| Minimum | 0 |
| Maximum | 27 |
| Zeros | 5603 |
| Zeros (%) | 48.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 3 |
| Q3 | 8 |
| 95-th Percentile | 13 |
| Maximum | 27 |
| Range | 27 |
| IQR | 8 |
| Mean | 4.2895 |
|---|---|
| Standard Deviation | 4.8278 |
| Variance | 23.3074 |
| Sum | 49475 |
| Skewness | 0.6963 |
| Kurtosis | -0.6248 |
| Coefficient of Variation | 1.1255 |
numerical
| Approximate Distinct Count | 113 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 32.1301 |
| Minimum | 0 |
| Maximum | 147 |
| Zeros | 4373 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 39 |
| Q3 | 54 |
| 95-th Percentile | 73 |
| Maximum | 147 |
| Range | 147 |
| IQR | 54 |
| Mean | 32.1301 |
|---|---|
| Standard Deviation | 27.7553 |
| Variance | 770.3556 |
| Sum | 370588 |
| Skewness | 0.04796 |
| Kurtosis | -1.332 |
| Coefficient of Variation | 0.8638 |
numerical
| Approximate Distinct Count | 81 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 15.3564 |
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 4374 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 15 |
| Q3 | 26 |
| 95-th Percentile | 42 |
| Maximum | 100 |
| Range | 100 |
| IQR | 26 |
| Mean | 15.3564 |
|---|---|
| Standard Deviation | 15.042 |
| Variance | 226.2613 |
| Sum | 177121 |
| Skewness | 0.6689 |
| Kurtosis | -0.141 |
| Coefficient of Variation | 0.9795 |